Tag: Data and analytics
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Deep learning for NLP: Creating a chatbot with Python & Keras!
Posted on May 22, 2021, Level intermediate Resource Length medium
Learn how Deep Learning can be used for NLP and create a simple Chatbot with Python and Keras. Who doesn't like a friendly-robotic personal assistant? By howtolearnmachinelearning.com.
Tags backend-development data-and-analytics ai-and-machine-learning business-and-emerging-tech
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Streaming microservices with ZIO and Kafka
Posted on May 21, 2021, Level intermediate Resource Length medium
The design and implementation of distributed and highly concurrent applications is something we do every day at Scalac. The adoption of distributed systems is a trend that is currently growing, and it's not going to stop. Apart from Kubernetes, Apache Kafka is surely the main reason for this. By Aleksandar Skrbic.
Tags devops-and-ci-cd architecture-and-apis data-and-analytics
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Bad bot traffic breaks records in 2020
Posted on May 18, 2021, Level beginner Resource Length short
Bad bots have long been a major illness plaguing the internet. As internet traffic reached new heights throughout the global pandemic, unfortunately so did bot traffic. By Erez Hasson.
Tags ai-and-machine-learning security-and-privacy data-and-analytics frontend-and-mobile software-engineering
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Google analytics will track data without cookies
Posted on May 17, 2021, Level beginner Resource Length short
When cookies aren't available, Google Analytics will soon be able to gather data using machine learning. By Matt Southern.
Tags data-and-analytics frontend-and-mobile product-and-design
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When does reinventing the wheel make perfect sense?
Posted on April 28, 2021, Level beginner Resource Length long
Electrification of road transport promises environmental and commercial gains. At the threshold of an evolution in transport, the environmental consequences are huge. So too are the commercial gains for the earliest and fastest movers. By Serge Colle, Randall Miller, Thierry Mortier, Marc Coltelli, and Andrew Horstead @ey.com.
Tags miscellaneous data-and-analytics how-to leadership-and-career
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ML Ops and the promise of Machine Learning at Scale
Posted on April 27, 2021, Level intermediate Resource Length medium
Enterprise interest in artificial intelligence, fueled by machine learning, continues to expand. In its most recent survey on AI Adoption in the Enterprise, O'Reilly found that 85% of organizations are at least exploring the use of artificial intelligence. By James Kulich.
Tags data-and-analytics ai-and-machine-learning devops-and-ci-cd
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The myth of the young startup founder
Posted on April 27, 2021, Level beginner Resource Length long
While the story of Mark Zuckerberg and Facebook has undoubtedly inspired an entire generation of young entrepreneurs and reshaped their imaginations about what's possible, people too easily forget that a big part of what makes the story compelling is that it's so unusual. Mark Zuckerburg is not only an outlier — he's an outlier among outliers. By Ian Hathaway.
Tags business-and-emerging-tech miscellaneous leadership-and-career data-and-analytics
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Postgres is out of disk and how to recover: The dos and dont's
Posted on April 22, 2021, Level intermediate Resource Length medium
Welp ... sometimes "stuff" happens ... and you find yourself having a really bad day. We'd like to believe that every database is well configured from the start with optimal log rotation, correct alerting of high CPU consumption and cache hit ratio monitoring. By Elizabeth Christensen.
Tags backend-development data-and-analytics leadership-and-career software-engineering
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PyTorch – How to apply Backpropagation with Vectors and Tensors
Posted on April 19, 2021, Level advanced Resource Length long
In Machine learning, a backpropagation algorithm is used to compute the loss for a particular model. The most common starting point is to use the techniques of single-variable calculus and understand how backpropagation works. However, the real challenge is when the inputs are not scalars but of matrices or tensors. By Strahinja Stefanovic.
Tags backend-development data-and-analytics leadership-and-career business-and-emerging-tech miscellaneous software-engineering
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What is fog computing and how does it work?
Posted on April 18, 2021, Level beginner Resource Length medium
The concept of fog computing was developed to combat the latency issues that affect a centralized cloud computing system. The boom of consumer and commercial IoT devices and technologies has put a strain on cloud computing resources. By Jose Gomez.
Tags data-and-analytics business-and-emerging-tech
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How can we fix the data science talent shortage?
Posted on April 17, 2021, Level beginner Resource Length medium
Data science might just be the most buzzed-about job in tech right now, but its pop culture sheen conceals some of the harsh realities of being a fresh graduate in the industry. By Kindra Cooper.
Tags data-and-analytics leadership-and-career miscellaneous
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Use event-driven data mesh to avoid drowning in the (data) lake
Posted on April 15, 2021, Level beginner Resource Length medium
For much of the last decade, enterprises fought against data silos, isolated persistence stores holding untold but inaccessible knowledge. Their primary weapon was the data lake: a huge centralized datastore that held terabytes of domain-specific data in a single logical location. By Jesse Menning.
Tags ai-and-machine-learning data-and-analytics cloud-and-infrastructure leadership-and-career miscellaneous